Volume 41 Issue 12
Dec.  2015
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CHANG Zheng, WANG Yongmei, TIAN Tian, et al. Modeling technology of radiation belt in LEO based on data gridding methods[J]. Journal of Beijing University of Aeronautics and Astronautics, 2015, 41(12): 2288-2295. doi: 10.13700/j.bh.1001-5965.2014.0799(in Chinese)
Citation: CHANG Zheng, WANG Yongmei, TIAN Tian, et al. Modeling technology of radiation belt in LEO based on data gridding methods[J]. Journal of Beijing University of Aeronautics and Astronautics, 2015, 41(12): 2288-2295. doi: 10.13700/j.bh.1001-5965.2014.0799(in Chinese)

Modeling technology of radiation belt in LEO based on data gridding methods

doi: 10.13700/j.bh.1001-5965.2014.0799
  • Received Date: 17 Dec 2014
  • Rev Recd Date: 05 Jan 2015
  • Publish Date: 20 Dec 2015
  • The energetic charged particle in the radiation belts of earth is the main environmental factor which can result in performance degradation and even failure of the material and device on spacecraft, so the accuracy of radiation belts model which is being used during design phase of spacecraft is very important to spacecraft performance of space mission and survivability. In the development of radiation belts model based on our own country's data from exploration of radiation belts, the gridding of discrete data is a fundamental task. The key facts of data from Chinese exploration of radiation belts were introduced, the goal and road-map of modeling were described, the application of interpolation in gridding of modeling of radiation belts in low-earth orbit(LEO) was discussed, and the significant errors were analysed. The result of interpolation indicates that in mainly interpolation methods, inverse distance weighting (IDW), natural neighbor and nearest neighbor are most suitable for engineering calculation, the particle flux which is inverted from data grid produced by IDW has the highest precision, and the result from IDW will be more accurate when IDW uses small exponent of distance.

     

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  • [1]
    Bothmer V,Daglis I A.Space weather:Physics and effects[M].New York:Springer,2007:154-159.
    [2]
    徐文耀.地球电磁现象物理学[M].合肥:中国科学技术大学出版社,2009:388-389. Xu W Y.Physics of electromagnetic phenomena of the earth[M].Heifei:University of Science and Technology of China Press,2009:388-389(in Chinese).
    [3]
    沈自才.空间辐射环境工程[M].北京:中国宇航出版社,2013:4-29. Shen Z C.Space radiation environmental engineering[M].Beijing:China Astronautic Publishing House,2013:4-29(in Chinese).
    [4]
    姜景山,王文魁,都亨,等.空间科学与应用[M].北京:科学出版社,2000:649-652. Jiang J S,Wang W K,Du H,et al.Space science and applications[M].Beijing:Science Press,2000:649-652(in Chinese).
    [5]
    褚桂柏.空间飞行器设计[M].北京:航空工业出版社,1996:49-54. Chu G B.Space vehicle design[M].Beijing:Aviation Industry Press,1996:49-54(in Chinese).
    [6]
    Ginet G P,O'Brien T P.Trapped radiation and plasma models requirements specification,AE-9/AP-9[R].Washington,D.C.:NASA,2009.
    [7]
    Vette J I.The AE-8 trapped electron model environment,NASA STI/Recon Technical Report N,1991,92:24228[R].Washington,D.C.:NSSDC/WDC-A-R&S,1991.
    [8]
    Sawyer D M,Vette J I.AP-8 trapped proton environment for solar maximum and solar minimum,NASA STI/Recon Technical Report N,1976,77:18983[R].Washington,D.C.:NSSDC/WDC-A-R&S,1976.
    [9]
    王世金,叶宗海.实践四号卫星高能质子重离子探测器探测数据初步分析[J].航天器工程,1995,4(3):1-7. Wang S J,Ye Z H.Initial data analysis from the energetic proton and heavy ion detector on-board SJ-4 satellite[J].Spacecraft Engineering,1995,4(3):1-7(in Chinese).
    [10]
    师立勤,王世金,叶宗海,等.实践五号高能粒子环境探测结果[C]//实践五号卫星空间探测与试验成果学术会议论文集.北京:中国空间科学学会空间探测专业委员会,2002:51-61. Shi L Q,Wang S J,Ye Z H.et al.Energetic particle environment detection results by SJ-5 satellite[C]//Symposium of the Scholar Meeting on Space Exploration and Test Results by SJ-5 Satellite.Beijing:Space Exploration Committee of Chinese Society of Space Research,2002:51-61(in Chinese).
    [11]
    王世金,朱光武,梁金宝,等.FY-1C卫星空间粒子成分监测器及其探测结果[J].上海航天,2001,18(2):24-28. Wang S J,Zhu G W,Liang J B,et al.FY-1C space particle composition monitor and the results detected[J].Aerospace Shanghai,2001,18(2):24-28(in Chinese).
    [12]
    Leonov A,Cyamukungu M,Cabrera J,et al.Pitch angle distribution of trapped energetic protons and helium isotope nuclei measured along the Resurs-01 No.4 LEO satellite[J].Annales Geophysicae,2005,23(9):2983-2987.
    [13]
    王鹏,徐青,李建胜,等.空间环境建模与可视化仿真技术[M].北京:国防工业出版社,2012:92-95. Wang P,Xu Q,Li J S,et al. Space environment modeling and visual simulation techniques[M].Beijing:National Defence Industry Press,2012:92-95(in Chinese).
    [14]
    王世金,朱光武,梁金宝.我国空间环境天基监测网建设[C]//中国空间科学学会空间探测专业委员会第十六次学术会议论文集(上).北京:中国空间科学学会空间探测专业委员会,2003:65-68. Wang S J,Zhu G W,Liang J B.Space-based space weather monitoring network building in China[C]//Symposium of the 16th Scholar Meeting Held by Space Exploration Committee of Space Science Society in China(I).Beijing:Space Exploration Committee Chinese Society of Space Research,2003:65-68(in Chinese).
    [15]
    Friedel R H W,Bourdarie S,Cayton T E.Intercalibration of magnetospheric energetic electron data[J].Space Weather,2005,3(9):2561-2570.
    [16]
    庄洪春.宇航空间环境手册[M].北京:中国科学技术出版社,2000:140-148. Zhuang H C.Aerospace environmental handbook[M].Beijing:China Science and Technology Press,2000:140-148(in Chinese).
    [17]
    O'Brien T P.A framework for next-generation radiation belt models[J].Space Weather,2005,3(7):1891-1904.
    [18]
    Serón F J,Badal J I,Sabadell F J.Spatial prediction procedures for regionalization and 3-D imaging of Earth structures[J].Physics of the Earth and Planetary Interiors,2001,123(2):149-168.
    [19]
    Isaaks E H,Srivastava R M.Applied geostatistics[M].New York:Oxford University Press,1989:279-322.
    [20]
    Watson D F.Contouring:A guide to the analysis and display of spatial data[J].Computer Methods in the Geosciences,1993,19(10):1571-1572.
    [21]
    Aurenhammer F.Voronoi diagrams:A survey of a fundamental geometric data structure[J].ACM Computing Surveys(CSUR),1991,23(3):345-405.
    [22]
    PIZOR P J.Principles of geographical information systems for land resources assessment[J].Soil Science,1987,144(4):306.
    [23]
    Barrodale I,Skea D,Berkley M,et al.Warping digital images using thin plate splines[J].Pattern Recognition,1993,26(2):375-376.
    [24]
    Powell M J D.Tabulation of thin plate splines on a very fine two-dimensional grid,DAMTP 1992/NA2[R].Cambridge:University of Cambridge,1992.
    [25]
    Akima H.Algorithm 761:Scattered-data surface fitting that has the accuracy of a cubic polynomial[J].ACM Transactions on Mathematical Software(TOMS),1996,22(3):362-371.
    [26]
    Renka R J,Cline A K.A triangle-based C1 interpolation method[J].Rocky Mountain Journal,1984,14(1):223-238.
    [27]
    Franke R,Nielson G.Smooth interpolation of large sets of scattered data[J].International Journal for Numerical Methods in Engineering,1980,15(11):1691-1704.
    [28]
    Renka R J.Algorithm 790:CSHEP2D:Cubic shepard method for bivariate interpolation of scattered data[J].ACM Transactions on Mathematical Software (TOMS),1999,25(1):70-73.
    [29]
    Shepard D.A two-dimensional interpolation function for irregularly-spaced data[C]//Proceedings of the 1968 23rd ACM National Conference.New York:ACM,1968:517-524.
    [30]
    Franke R.A critical comparison of some methods for interpolation of scattered data,NPS-53-79-003[R].Monterey,CA:Naval Postgraduate School,1979.
    [31]
    Hardy R L.Theory and applications of the multiquadric-biharmonic method 20 years of discovery 1968-1988[J].Computers & Mathematics with Applications,1990,19(8-9):163-208.
    [32]
    Peucker T K,Fowler R J,Little J J,et al.The triangulated irregular network[C]//International Symposium on Cartography and Computing:Applications in Health and Environment.Gaithersburg,Maryland:AmericanCongress on Surveying and Mapping,1978:516-532.
    [33]
    Krajewski S A,Gibbs B L.Understanding contouring:A practical guide to spatial estimation and contouring using a computer and basics of using variograms[M].Boulder,CO:Gibbs Associates,2001:20-25.
    [34]
    Lee D T,Schachter B J.Two algorithms for constructing a Delaunay triangulation[J].International Journal of Computer & Information Sciences,1980,9(3):219-242.
    [35]
    侯景儒,尹镇南,李维明,等.实用地质统计学[M].北京:地质出版社,1998:45-50. Hou J R,Yin Z N,Li W M,et al.Practical geology statistics[M].Beijing:Geological Publishing House,1998:45-50(in Chinese).
    [36]
    张维娜,吕云霄,吴美平.改进谢别德插值方法在地磁图构建中的应用[J].导航与控制,2011,10(1):28-32. Zhang W N,Lv Y X,Wu M P.Application of modified shepard interpolation in geomagnetic map[J].Navigation and Control,2011,10(1):28-32(in Chinese).
    [37]
    魏义坤,杨威,刘静.关于径向基函数插值方法及其应用[J].沈阳大学学报,2008,20(1):7-9. Wei Y K,Yang W,Liu J.Interpolation method of radial basis function and its application[J].Journal of Shenyang University,2008,20(1):7-9(in Chinese).
    [38]
    涂传诒.日地空间物理学:行星际与磁层.下册[M].北京:科学出版社,1988:118-127. Tu C Y.Sun-earth space physics:Interplanetary and magnetosphere (II)[M].Beijing:Science Press,1988:118-127(in Chinese).
    [39]
    Willmott C J.On the validation of models[J].Physical Geography,1981,2(2):184-194.
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